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SHIFT
作者
palxislabs
· GitHub ↗
· v1.0.4
· MIT-0
164
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当前安装
5
版本数
在 OpenClaw 中安装
/install shift
功能描述
Manages multi-identity delegation to specialized AI sub-agents for coding, research, and quick tasks, routing and synthesizing responses seamlessly.
安全使用建议
SHIFT appears coherent for its purpose, but follow these precautions before enabling it: (1) Inspect the included files (especially scripts/setup.sh and personas/*.yaml) in ~/.openclaw/workspace/skills/shift to confirm behavior. (2) Be aware SHIFT will read ~/.openclaw/workspace/MEMORY.md and active project files and will send excerpts to whatever model providers you configure — do not delegate tasks that reference files containing API keys, passwords, or other secrets. (3) Start with costManagement.trackOnly: true and set contextBridge.historyTurns low (e.g., 3–5) while you test. (4) Prefer trusted or self-hosted model providers for sensitive data. (5) If you want extra assurance, review/limit which persona models are enabled and their keyword lists so delegation only occurs when you expect it.
功能分析
Type: OpenClaw Skill
Name: shift
Version: 1.0.4
SHIFT is a multi-model orchestration framework designed to delegate specialized tasks (coding, research) to different AI sub-agents. The skill uses local file-based session management in `~/.openclaw/workspace/.shift/` and the built-in `sessions_spawn` function to manage sub-identities. While the skill inherently involves transmitting workspace context and file excerpts to external AI providers, this behavior is explicitly disclosed in the 'SECURITY AND PRIVACY' sections of `SKILL.md` and `README.md`, which include specific mitigations for users. The provided `scripts/setup.sh` is a standard environment initializer, and the core logic across the `core/` and `personas/` directories is transparent, well-documented, and aligned with the stated purpose of task delegation and cost management.
能力评估
Purpose & Capability
The skill claims to route tasks to specialized sub-identities and indeed requests only the resources needed to do that: read/write under ~/.openclaw/workspace/.shift, read MEMORY.md and active files to build context, and spawn child sessions with model overrides. No unrelated credentials, system-level files, or external services are requested by the skill itself.
Instruction Scope
Runtime instructions explicitly tell the master to read ~/.openclaw/workspace/MEMORY.md and relevant active files, write per-run session files, attach context to sessions_spawn, and transmit those contexts to configured model providers. This is within the declared goal (giving sub-identities context) but means any secrets in workspace files or MEMORY.md may be sent to the configured model endpoints — the skill documents and warns about this.
Install Mechanism
Instruction-only install (no network downloads). Provided setup script creates ~/.openclaw/workspace/.shift, copies persona files, and initializes config and cost-tracking. No external URLs, no archive extraction from unknown hosts, and the manifest emphasizes local-only setup.
Credentials
The skill requests no environment variables or external credentials itself and uses the user's OpenClaw model-provider configuration (so provider creds are used but not stored by SHIFT). This is proportional to its function. However, it reads workspace files and transmits message content, conversation history (configurable last N turns), and active file snippets to model providers — users must consider whether those files contain secrets before delegating.
Persistence & Privilege
Does not require always:true or system-wide privileges. Writes and maintains files only under ~/.openclaw/workspace/.shift and updates cost-tracking.json there. It spawns child sessions (normal for its purpose) but does not modify other skills or system configs according to the metadata.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install shift - 安装完成后，直接呼叫该 Skill 的名称或使用
/shift触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.4
v1.0.4: Fixed version mismatch in _meta.json (now 1.0.3), added source/provenance field. v1.0.3: Republished with _meta.json. v1.0.2: Added _meta.json access declarations. v1.0.1: Security section, removed hardcoded references.
v1.0.3
v1.0.3: Republished with _meta.json access declarations and expanded security documentation. v1.0.2: Added _meta.json with explicit access declarations. v1.0.1: Security section, removed hardcoded agent name.
v1.0.2
v1.0.2: Added _meta.json with explicit access declarations (read/write paths, network calls, transmitted data). Expanded security documentation in SKILL.md and README. All remaining hardcoded references removed. v1.0.1: Security/privacy section, removed hardcoded agent name Neo, removed user-specific references.
v1.0.1
Security: Added prominent security/privacy section addressing data transmission, workspace file exposure, and consultation cost warnings. Fixed: Removed hardcoded agent name 'Neo' from all skill files — now uses generic terms (you, the master, [Assistant]). Fixed: Removed user-specific references from persona files. Setup script verified clean (filesystem only, no network/privilege escalation).
v1.0.0
shift v1.0.0 — Initial Release
- Adds multi-identity delegation for OpenClaw, enabling dynamic routing to specialized coding, research, and quick-task sub-identities.
- Automatic persona selection, context building, and cost management for each request.
- Delegated tasks run in isolated session folders with structured inputs, outputs, and cost tracking.
- Includes robust consultation protocol: sub-identities can consult others and synthesize results.
- Neo summarizes all output in a unified, user-friendly voice, with optional transparency of delegated steps.
元数据
常见问题
SHIFT 是什么？
Manages multi-identity delegation to specialized AI sub-agents for coding, research, and quick tasks, routing and synthesizing responses seamlessly. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 164 次。
如何安装 SHIFT？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install shift」即可一键安装，无需额外配置。
SHIFT 是免费的吗？
是的，SHIFT 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
SHIFT 支持哪些平台？
SHIFT 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 SHIFT？
由 palxislabs（@palxislabs）开发并维护，当前版本 v1.0.4。
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